Multidimensional Penalized Signal Regression.
Brian D. MarxPaul H. C. EilersPublished in: Technometrics (2005)
Keyphrases
- multidimensional signals
- model selection
- signal processing
- regression model
- linear regression
- least squares
- non stationary
- high frequency
- loss function
- multidimensional data
- regression analysis
- polynomial regression
- machine learning
- multi dimensional
- simple linear
- signal detection
- regression problems
- gaussian processes
- data sets
- aggregating algorithm
- frequency domain
- maximum likelihood
- original signal
- neural network
- gaussian process regression
- regression methods
- regression method
- reproducing kernel hilbert space
- partial least squares
- data cube
- image compression